• Title/Summary/Keyword: Sport data analysis

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An Analysis of Shoulder Joint Torque and Muscle Pattern Duing Tennis Serve by Isokinetic Motions on Isomed 2000 (Isomed 2000을 이용한 고등학교 테니스 선수 서브동작의 어깨관절 회전력과 근동원 양상 분석)

  • Kim, Sung-Sup;Kim, Eui-Hwan;Sung, Young-Ho;Kim, Tae-Whan;Chung, Jae-Wook
    • Korean Journal of Applied Biomechanics
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    • v.17 no.1
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    • pp.61-68
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    • 2007
  • The purpose of this study was to analyze the shoulder joint torque and muscle pattern performing as Tennis serve by Isokinetic motions on Isomed 2000. The subject, who was 5 males Korean national high school tennis players. By analyzing the flexion/extension of the shoulder, the peak torque of the internal/external rotation motion(at 60,180 and 300 degree/sec) at peak torque degree, the weight, peak torque, and power. combined with the timing of the electrode of the attached trapezius and posterior deltoid at the three part. From the data analysis & discussion the following conclusions were drawn. When doing a shoulder extension, the peak torque can be widely seen at 60degree per second. However the degree may be different depending on angular velocity. When doing an internal rotation at 90degree abduction, peak torque per weight was seen at 60degree per second. The degree of peak torque was at 31.6-44.2 and peak power was faster when angular velocity was increased. The aspect of muscle pattern was seen more at the internal rotation in the 90degree abduction rather than the shoulder extension. However the angular velocity was not influenced by muscle mobilization(in order of anterior deltoid, posterior deltoid and trapezius. To properly apply the above conclusion, when tennis players serve it is better the elbow be impacted by the extension. when doing isokinetic motion it is better to increase angular velocity and improve muscle power. also the anterior deltoid amongst the shoulder muscle should be improved to develop serve speed.

An Analysis on the Media Reports Frames regarding Special Naturalization of Foreign Athletes (외국인 운동선수 특별귀화 관련 언론보도 프레임 분석)

  • Lee, Jangwon;Lim, Seungyup
    • Journal of the Korea Convergence Society
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    • v.8 no.3
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    • pp.295-306
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    • 2017
  • The purpose of the study was to explore media frames and its contents regarding foreign athletes' naturalization to Korea. For data, 101 media reports from the year of 2014 to 2016 were collected and analyzed. As results, in the simple-fact-report frame, facts regarding foreign athletes' naturalization process and results of the matches were reported. In the economic frame, legitimacy of the naturalization was supported by emphasizing its benefits. In the humane-interest frame, personal history and difficulty as foreign athletes were described. In the conflict frame, negative effects by the foreign athletes' naturalization were mainly reported.. In the morality/responsibility attribution frame, Chelsey Lee's document forgery case was mostly highlighted that later issued naturalized athletes' morality and following legal actions.

Difference of optimism according to the level of performance: For the Korean badminton national youth players (경기력 수준에 따른 낙관성의 차이: 배드민턴 청소년 대표선수를 대상으로)

  • Kim, Deokjin
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.1
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    • pp.179-183
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    • 2020
  • Seligman argues that an optimistic athlete wins based on a study of US professional baseball and professional basketball players.(trans. Choi, 2008). So, the purpose of this study was to investigate whether optimism can predict the performance of badminton youth representatives. 60 high school students were divided into two groups according to their performance. We used the revised Life Orientation Test (LOT-R) developed by Scheier, Carver and Bridges(1994) and translated into Korean version by Shin Hyun-sook(2005). For this study, the data were analyzed by frequency analysis, reliability analysis, and independent t - test. As a result, there was a statistically significant higher level of optimism in the excellent group than in the non-excellent group. So, in order to improve sports performance, we need psychological skills training that can improve optimism as well as physical training and skills training.

Kinematic analysis of Ire hockey slap shot (아이스 하키 슬랩 샷(slap shot)의 운동학적 분석)

  • Moon, Gon-Sung;Park, Chong-Rul
    • Korean Journal of Applied Biomechanics
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    • v.13 no.2
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    • pp.13-28
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    • 2003
  • The purpose of this study was to analyze the kinematic characteristics of Ice hockey slap shot. The subjects of this study were four professional ice hockey players. The reflective markers were attached on the anatomical boundary line of body and the subjects were asked to perform the shot. Ariel Performance Analysis System was used to capture and digitize the shooting image, the data were analyzed by LabView 6i. The results were as fellows. 1. The period of the back swing phase was $0.542{\pm}0.062sec$, the down swing phase was $0.28{\pm}0.056sec$ and the total swing time was $0.825{\pm}0.017sec$ 2. The maximum linear velocity of the stick blade for x direction was shown after 7% of impact, for y, z direction were shown before 2%, 8% of Impact. 3. The maximum velocity of each segment for the left arm was $2.35{\pm}0.05m/s$ in the upper arm, $3.56{\pm}0.34m/s$ in the forearm, $4.75{\pm}0.67m/s$ in the hand. 4. The maximum velocity of each segment for the right arm was $4.67{\pm}0.43m/s$ in the upper arm, $7.22{\pm}0.69m/s$ in the forearm, $9.42{\pm}0.89m/s$ in the hand. 5. The angle of left elbow was generally flexed from the ready stance to the impact and was $82.26{\pm}3.45^{\circ}$ the moment of Impact. 6. The angle of the left shoulder was increased ut the down swing phase and was $78.74{\pm}4.78^{\circ}$ on the moment of impact. 7. The angle of the right shoulder was decreased in the down swing phase and increased before the impact. and the angle was $51.28{\pm}3.54^{\circ}$ on the moment of impact.

Relationship between the Performance Level and Achievement Goal Orientation on Youth Badminton Players (청소년 배드민턴 선수의 경기력 수준과 성취목표성향의 관계)

  • Kim, Deokjin
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.1
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    • pp.364-368
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    • 2021
  • This study was conducted to investigate the relationship between performance level and ego orientation and task orientation, which are sub-factors of achievement goal orientation, targeting the Korean youth badminton national team. Accordingly, two null hypotheses were established and tried to verify that there would be no difference in ego orientation and task orientation according to the performance level of the badminton youth representative players. A total of 92 middle and high school students were divided into upper and lower performance groups, and the differences between ego orientation and task orientation were investigated, respectively. For the measurement, We used sports achievement goal orientation (task and ego orientation in a sports questionnaire, TEOSQ). Data were analyzed by performing frequency analysis, reliability analysis, and independent t-test. As a result, there was no statistically significant difference in both the ego orientation and task orientation between the upper and lower groups of performance. We discussed based on the research results.

Design and Application of a Winning Forecast Model of the AOS Genre Game (AOS 장르 게임의 승패 예측 모형의 설계와 활용)

  • Ku, Ji-Min;Yu, Kyeonah
    • KIISE Transactions on Computing Practices
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    • v.23 no.1
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    • pp.37-44
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    • 2017
  • Games of the AOS genre are classified as an e-sport rather than a recreational computer game. The involved statistical analyses such as game playing patterns and the season's characters gain importance due to the expertise-requiring nature of sports. In this study, the strategic analysis of computer games was conducted by using data mining techniques on League of Legend, a representative AOS game. We designed and tested a winning forecast model using winning percentage prediction techniques such as logistic regression analysis, discriminant analysis, and artificial neural networks. The game data analysis results were represented by a probabilistic graph and used in the visualization tool for game play. Experimental results of the winning forecast model showed a high classification rate of 95% on average with potential for use in establishing various strategies for game play with the visualization tool.

Study on the Starting Time of Attention for Convergent Exploration of Visual Information (시각정보의 수렴적 탐색활동을 위한 주의집중 개시 시간에 관한 연구)

  • Kim, Jong-Ha;Jung, Jae-Young
    • Korean Institute of Interior Design Journal
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    • v.25 no.3
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    • pp.51-59
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    • 2016
  • The technique for Eye-tracking is to trace the movements of pupils so that the eye's exploration response to be digitized. The procedure of Observation Experiment shows a mutual environmental characteristics between men and measuring devices. In order to improve the reliability and to secure the objectivity of the data acquired from eye-tracking, it is very important to analyze the procedures for the experiment to be prepared and the test data to be saved. Based on this viewpoint, the convergent exploration activities at the observation experiment with the objects of sport images were examined to find out what influences the context effect given by experimental environments have on this experiment. In addition, the starting time of attention affecting the reliability of observation data has been estimated. When the observation time is to be subdivided by the unit of second. The attention disperses for the individual characteristics to be appreciated. However, in case of analysis by the overall average, there was the problem that the section of attention dispersed to make it difficult to analyze the subjects' observation features. The study results made it possible to understand the physiological characteristics which were near unconsciousness, when there was an intensive attention for the first 3 seconds and the observation data were shown to be in ordinary range after 4 seconds. The analysis of observation with the focus of the intensive attention enabled the analysis with the first 3 seconds excepted so that it might approach the ordinary range of observation data. The distribution of attention for the first 3 seconds showed the intensive attention, which was on the center. The emergence of intensive attention and the overlapping of the centers can be considered as a context effect due to the correction for the preparing process of experiment. Accordingly, it is thought to be helpful to the security of objectivity and the construction of reliability of eye-tracking data to analyze the observation features shown after the deletion of the data for the first 3 seconds.

A Study on the Structural Relationship between Authenticity of Sportswear Brand Corporate, Brand Image, Brand Attitude, and Premium Payment Intention

  • Jeon, Yong-Bae;Kim, Mi-Jeong
    • International journal of advanced smart convergence
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    • v.11 no.4
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    • pp.155-162
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    • 2022
  • The purpose of this study is to conduct an empirical study on brand authenticity targeting sportswear brand consumers. Through this, we intend to provide the accumulation and implications of authenticity research. For the research model, first, the authenticity of sportswear brand companies was selected as an independent variable. Brand image and brand attitude were selected as the next parameters. Finally, the dependent variable was the intention to pay the premium. Structural equation model analysis was conducted for the structural relationship between these variables. The subjects of this study are consumers who have purchased sportswear brands within the past year. Convenience sampling was used for the sample survey, and 262 people were finally selected as valid samples. The survey was conducted as a non-face-to-face online survey due to the COVID-19 infection. For data processing, frequency analysis was conducted using SPSS 23 to identify the individual characteristics of the survey subjects. In addition, exploratory factor analysis and reliability analysis were performed to refine the scale of the survey tool. Next, using AMOS 21, confirmatory factor analysis and correlation analysis were conducted to verify the measurement model. In addition, structural equation model analysis was conducted to verify the hypothesis. As a result of the analysis, all six hypotheses selected from the research model were adopted.

Evaluation for Biomechanical Effects of Metatarsal Pad and Insole on Gait (보행 중 중족골 패드와 인솔의 생체역학적 영향성 평가)

  • Choi, Jung-Kyu;Park, In-Sik;Lee, Hong-Jae;Won, Yong-Gwan;Kim, Jung-Ja
    • Korean Journal of Applied Biomechanics
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    • v.21 no.4
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    • pp.487-494
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    • 2011
  • The purpose of this study was to evaluate the effects of metatarsal pad (MP) compared with barefoot and MP with using different insoles on gait. 15 healthy females who had no history of injury in the lower extremity with an average age of 22.7 year(SD=1.35), height of 160 cm(SD=3.4), weight of 48.8 kg(SD=5.52) and average foot size of 232.5 mm(SD=6.8) participated in this study as the subjects. The subjects walked on a treadmill under four different experimental conditions: 1) walking with barefoot, 2) walking wearing MP 3) walking wearing a soft insole with MP(SIMP), 4) walking wearing a rigid insole with MP(HIMP). During walking, foot pressure data such as force, contacting area, peak pressure, and mean pressure was collected using Pedar-X System(Novel Gmbh, Germany) and EMG activity of lower limb muscles such as tibialis anterior(TA), lateral gastrocnemius(LG), rectus femoris(RF), and musculus biceps femoris(MBF) was gathered using Delsys EMG Work System(Delsys, USA). Collected data was then analyzed using paired t-test in order to investigate the effects of each of experimental conditions. As a result of the analysis, when MP and HIMP were equipped, overall contacting area was increased while the force, peak pressure and the mean pressure were decreased. Especially, when the SIMP was equipped, every data were significantly decreased. In case of EMG, wearing MP, SIMP and HIMP made three muscles(TA, LG, RF)'s activity decrease. A result of the analysis will be able to apply for manufacturing functional shoes, diabetes shoes, senior shoes and lower extremity orthosis. Significance of the study due to a metatarsal pad and the insole is to analyze the changes in muscle strength.

Influences of Physical Self-efficacy by Sport Leisure Activity on General Self-efficacy and Life Satisfaction for Women (여성의 스포츠여가활동을 통한 신체적 자기효능감이 일반적 자기효능감 및 생활만족에 미치는 영향)

  • Lee, Jae-Hyoung;Yoon, Jin-Young;Cho, Eun-Ah
    • The Journal of the Korea Contents Association
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    • v.9 no.6
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    • pp.379-389
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    • 2009
  • The purpose of this study was to investigate the influence of physical self-efficacy by a participation of sport leisure activity on general self-efficacy and life satisfaction for women based on the survey data from 174 women participating in swimming program in indoor pools at the area of Daegu and Gyongbuk. With the empirical analysis of the data, this study found the following conclusion. First, physical self-efficacy were significant on all general self-efficacy factors. Thus physical self-efficacy were influenced on pride, interpersonal relations, overcome difficulties, endurance. Second, physical self-efficacy was significant on life satisfaction. thirdly, general self-efficacy was partly significant on life satisfaction. Thus pride, interpersonal relations were not influenced on life satisfaction but influenced on overcome difficulties, endurance. Fourth, in case of the women over 40 years of age, physical self-efficacy was not significant on life satisfaction, and only endurance of general self-efficacy factors was influenced on life satisfaction. Whereas in case of the women under 40 years of age, physical self-efficacy was significant on life satisfaction, and overcome difficulties, endurance general self-efficacy factors were influenced on life satisfaction.